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#148 – Charles Isbell and Michael Littman: Machine Learning and Education
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Charles Isbell is the Dean of the College of Computing at Georgia Tech. Michael Littman is a computer scientist at Brown University. Please support this podcast by checking out our sponsors:
- Athletic Greens: https://athleticgreens.com/lex and use code LEX to get 1 month of fish oil
- Eight Sleep: https://www.eightsleep.com/lex and use code LEX to get special savings
- MasterClass: https://masterclass.com/lex to get 2 for price of 1
- Cash App: https://cash.app/ and use code LexPodcast to get $10
EPISODE LINKS:
Charles's Twitter: https://twitter.com/isbellHFh
Charles's Website: https://www.cc.gatech.edu/~isbell/
Michael's Twitter: https://twitter.com/mlittmancs
Michael's Website: https://www.littmania.com/
Michael's YouTube: https://www.youtube.com/user/mlittman
PODCAST INFO:
Podcast website: https://lexfridman.com/podcast
Apple Podcasts: https://apple.co/2lwqZIr
Spotify: https://spoti.fi/2nEwCF8
RSS: https://lexfridman.com/feed/podcast/
YouTube Full Episodes: https://youtube.com/lexfridman
YouTube Clips: https://youtube.com/lexclips
SUPPORT & CONNECT:
- Check out the sponsors above, it's the best way to support this podcast
- Support on Patreon: https://www.patreon.com/lexfridman
- Twitter: https://twitter.com/lexfridman
- Instagram: https://www.instagram.com/lexfridman
- LinkedIn: https://www.linkedin.com/in/lexfridman
- Facebook: https://www.facebook.com/LexFridmanPage
- Medium: https://medium.com/@lexfridman
OUTLINE:
Here's the timestamps for the episode. On some podcast players you should be able to click the timestamp to jump to that time.
(00:00) - Introduction
(07:51) - Is machine learning just statistics?
(12:14) - NeurIPS vs ICML
(14:30) - Data is more important than algorithm
(20:14) - The role of hardship in education
(28:57) - How Charles and Michael met
(33:30) - Key to success: never be satisfied
(36:47) - Bell Labs
(48:15) - Teaching machine learning
(58:25) - Westworld and Ex Machina
(1:06:24) - Simulation
(1:13:14) - The college experience in the times of COVID
(1:41:52) - Advice for young people
(1:48:44) - How to learn to program
(2:00:07) - Friendship
- Athletic Greens: https://athleticgreens.com/lex and use code LEX to get 1 month of fish oil
- Eight Sleep: https://www.eightsleep.com/lex and use code LEX to get special savings
- MasterClass: https://masterclass.com/lex to get 2 for price of 1
- Cash App: https://cash.app/ and use code LexPodcast to get $10
EPISODE LINKS:
Charles's Twitter: https://twitter.com/isbellHFh
Charles's Website: https://www.cc.gatech.edu/~isbell/
Michael's Twitter: https://twitter.com/mlittmancs
Michael's Website: https://www.littmania.com/
Michael's YouTube: https://www.youtube.com/user/mlittman
PODCAST INFO:
Podcast website: https://lexfridman.com/podcast
Apple Podcasts: https://apple.co/2lwqZIr
Spotify: https://spoti.fi/2nEwCF8
RSS: https://lexfridman.com/feed/podcast/
YouTube Full Episodes: https://youtube.com/lexfridman
YouTube Clips: https://youtube.com/lexclips
SUPPORT & CONNECT:
- Check out the sponsors above, it's the best way to support this podcast
- Support on Patreon: https://www.patreon.com/lexfridman
- Twitter: https://twitter.com/lexfridman
- Instagram: https://www.instagram.com/lexfridman
- LinkedIn: https://www.linkedin.com/in/lexfridman
- Facebook: https://www.facebook.com/LexFridmanPage
- Medium: https://medium.com/@lexfridman
OUTLINE:
Here's the timestamps for the episode. On some podcast players you should be able to click the timestamp to jump to that time.
(00:00) - Introduction
(07:51) - Is machine learning just statistics?
(12:14) - NeurIPS vs ICML
(14:30) - Data is more important than algorithm
(20:14) - The role of hardship in education
(28:57) - How Charles and Michael met
(33:30) - Key to success: never be satisfied
(36:47) - Bell Labs
(48:15) - Teaching machine learning
(58:25) - Westworld and Ex Machina
(1:06:24) - Simulation
(1:13:14) - The college experience in the times of COVID
(1:41:52) - Advice for young people
(1:48:44) - How to learn to program
(2:00:07) - Friendship